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Optimal shutdown strategies for COVID-19 with economic and mortality costs: British Columbia as a case study
Decision makers with the responsibility of managing policy for the COVID-19 epidemic have faced difficult choices in balancing the competing claims of saving lives and the high economic cost of shutdowns. In this paper, we formulate a model with both epidemiological and economic content to assist th...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
The Royal Society
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8424295/ https://www.ncbi.nlm.nih.gov/pubmed/34527265 http://dx.doi.org/10.1098/rsos.202255 |
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author | Barlow, M. T. Marshall, N. D. Tyson, R. C. |
author_facet | Barlow, M. T. Marshall, N. D. Tyson, R. C. |
author_sort | Barlow, M. T. |
collection | PubMed |
description | Decision makers with the responsibility of managing policy for the COVID-19 epidemic have faced difficult choices in balancing the competing claims of saving lives and the high economic cost of shutdowns. In this paper, we formulate a model with both epidemiological and economic content to assist this decision-making process. We consider two ways to handle the balance between economic costs and deaths. First, we use the statistical value of life, which in Canada is about C$7 million, to optimize over a single variable, which is the sum of the economic cost and the value of lives lost. Our second method is to calculate the Pareto optimal front when we look at the two variables—deaths and economic costs. In both cases we find that, for most parameter values, the optimal policy is to adopt an initial shutdown level which reduces the reproduction number of the epidemic to close to 1. This level is then reduced once a vaccination programme is underway. Our model also indicates that an oscillating policy of strict and mild shutdowns is less effective than a policy which maintains a moderate shutdown level. |
format | Online Article Text |
id | pubmed-8424295 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | The Royal Society |
record_format | MEDLINE/PubMed |
spelling | pubmed-84242952021-09-14 Optimal shutdown strategies for COVID-19 with economic and mortality costs: British Columbia as a case study Barlow, M. T. Marshall, N. D. Tyson, R. C. R Soc Open Sci Mathematics Decision makers with the responsibility of managing policy for the COVID-19 epidemic have faced difficult choices in balancing the competing claims of saving lives and the high economic cost of shutdowns. In this paper, we formulate a model with both epidemiological and economic content to assist this decision-making process. We consider two ways to handle the balance between economic costs and deaths. First, we use the statistical value of life, which in Canada is about C$7 million, to optimize over a single variable, which is the sum of the economic cost and the value of lives lost. Our second method is to calculate the Pareto optimal front when we look at the two variables—deaths and economic costs. In both cases we find that, for most parameter values, the optimal policy is to adopt an initial shutdown level which reduces the reproduction number of the epidemic to close to 1. This level is then reduced once a vaccination programme is underway. Our model also indicates that an oscillating policy of strict and mild shutdowns is less effective than a policy which maintains a moderate shutdown level. The Royal Society 2021-09-08 /pmc/articles/PMC8424295/ /pubmed/34527265 http://dx.doi.org/10.1098/rsos.202255 Text en © 2021 The Authors. https://creativecommons.org/licenses/by/4.0/Published by the Royal Society under the terms of the Creative Commons Attribution License http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, provided the original author and source are credited. |
spellingShingle | Mathematics Barlow, M. T. Marshall, N. D. Tyson, R. C. Optimal shutdown strategies for COVID-19 with economic and mortality costs: British Columbia as a case study |
title | Optimal shutdown strategies for COVID-19 with economic and mortality costs: British Columbia as a case study |
title_full | Optimal shutdown strategies for COVID-19 with economic and mortality costs: British Columbia as a case study |
title_fullStr | Optimal shutdown strategies for COVID-19 with economic and mortality costs: British Columbia as a case study |
title_full_unstemmed | Optimal shutdown strategies for COVID-19 with economic and mortality costs: British Columbia as a case study |
title_short | Optimal shutdown strategies for COVID-19 with economic and mortality costs: British Columbia as a case study |
title_sort | optimal shutdown strategies for covid-19 with economic and mortality costs: british columbia as a case study |
topic | Mathematics |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8424295/ https://www.ncbi.nlm.nih.gov/pubmed/34527265 http://dx.doi.org/10.1098/rsos.202255 |
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